TOP is a Semantic Parsing for Task Oriented Dialog dataset. It collects a total of 44783 annotations with 25 intents and 36 slots, randomly split into 31279 training, 4462 validation and 9042 test utterances. The data is originally from the EMNLP 2018 work Semantic Parsing for Task Oriented Dialog using Hierarchical Representations